A | Khushi Kapoor, Vedang Raina, Aaliyah Kashyap, Shane Gregoire and several of their close friends marked Thanksgiving 2025 with an intimate and heartwarming celebration. The group opted for a cozy get-together. They chose to spend the holiday surrounded by good company and warm conversations.
Taking to social media, Anurag Kashyap’s daughter Aaliyah shared a heartfelt snapshot that offered fans a glimpse into their festive evening. In the picture, the entire group is seen enjoying each other’s company. The photo is accompanied by soft lighting, relaxed outfits and candid smiles.The group is seen celebrating together time and again. Photos and videos from their celebrations during Aaliyah's wedding still do rounds on social media. Aaliyah married Shane Gregoire on December 11, 2024. Aaliyah and Shane got engaged on May 20, 2023 after dating for some time. In many glimpses from the celebration, Aaliyah was seen posing with her bridesmaids - Khushi Kapoor, Kareema Barry and Muskan Channa.Many rare clicks from the wedding festivities had also surfaced on social media, where Khushi Kapoor and Vedang Raina were seen posing with each other, with his arms around her.
Interestingly, the gang also celebrated Vedang Raina's 25th birthday in June and Khushi Kapoor's 24th birthday in November together. Khushi had taken to her official Instagram handle to upload some joyful moments from her lovely birthday bash. Khushi was seen celebrating with her friends at her pink-themed bash. In one of the clicks, the Nadaaniyan actress was seen holding a glass of wine in one hand while cuddling with her furry friend. Khushi's friends were also seen wearing pink outfits at the celebration.On the professional front, Khushi Kapoor will star in Mom 2 with Karishma Tanna. Vedang Raina hasn't announced his next project after Jigra.Also Read: Vedang Raina And Khushi Kapoor Twin In Black As They Celebrate His Birthday。 亚马逊（Amazon）将于9月30日关闭运营21年的众包工作平台Amazon Mechanical Turk。
B | 该平台曾拥有超过50万名工作者，专门承接计算机难以完成的简单数字任务，亚马逊创始人杰夫·贝索斯（Jeff Bezos）因此将其称为“人工AI”。 亚马逊在平台网站发布公告称，公司会定期评估各项计划、工具和服务，并根据评估结果做出调整，经过评估后决定关闭这项服务。
C | 亚马逊上月已停止接纳Mechanical Turk新客户，当时不少工作者便将这一变化视为平台即将停止运营的信号。
D | Mechanical Turk简称MTurk，于2005年上线，主要将企业发布的“人类智能任务”分配给平台工作者。每项任务的报酬通常只有几美分，工作内容包括数据标注、音视频转录和填写问卷等。 该平台的名字源自18世纪的“机械土耳其人”。这台机器表面上能够自动下国际象棋，但实际由藏在内部的棋手操控。有媒体报道称，亚马逊最初推出MTurk，是为了借助人工完成其电商平台的海量数据标注工作。 亚马逊没有说明关闭MTurk的具体原因。
E | 有媒体称，该平台近年来的活跃度和影响力持续下降。人工智能模型已经能够处理部分原本依赖人工完成的简单任务，Scale AI、Mercor和Prolific等数据服务企业也在招募工作者参与模型训练。 数据工作者权益组织Turkopticon的组织者Krista Pawloski表示，近年来，亚马逊用于改进MTurk的资源似乎有所减少。随着同类数据标注服务增多，许多工作者开始转向其他平台。 MTurk能否确保相关任务由人工完成也受到质疑。2023年发布的一项研究显示，在一项摘要生成任务中，研究人员估计有33%到46%的MTurk工作者使用了大语言模型，这意味着部分被视为人工完成的数据可能实际由人工智能生成。不过研究人员表示，该结果能否适用于其他类型的任务尚不明确。
F | 亚马逊也曾借助人工智能训练需求推广MTurk，将其作为亚马逊云科技（AWS）旗下机器学习服务SageMaker的数据标注来源。AWS此前介绍，MTurk工作者可以全天候承接任务，有助于加快人工审核和数据标注工作的完成速度。 Pawloski表示，部分保险公司和旅游公司目前仍依赖MTurk获取数据工作者，平台即将关闭促使这些企业加紧寻找替代服务。对部分工作者而言，MTurk提供了可以远程完成、工作时间较为灵活的收入来源，目前仍有人将其作为全职工作，平台关闭将直接影响他们的生计。
（文章来源：财联社）。
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